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Machine learning-driven analysis of Urban Heat Island dynamics in Coimbatore: a two-decade spatio-temporal assessment using XGBoost and Random Forest
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| Published in: | Journal of Earth System Science |
|---|---|
| Format: | Online Article RSS Article |
| Published: |
2026
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| Subjects: | |
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| _version_ | 1864030191983001601 |
|---|---|
| collection | WordPress RSS FRELIP Feed Integration |
| container_title | Journal of Earth System Science |
| description | |
| discipline_display | Physical Sciences |
| discipline_facet | Physical Sciences |
| format | Online Article RSS Article |
| genre | Journal Article |
| id | rss_article:42261 |
| institution | FRELIP |
| journal_source_facet | Journal of Earth System Science |
| publishDate | 2026 |
| publishDateSort | 2026 |
| record_format | rss_article |
| spellingShingle | Machine learning-driven analysis of Urban Heat Island dynamics in Coimbatore: a two-decade spatio-temporal assessment using XGBoost and Random Forest Earth Sciences Earth Sciences Physical Sciences |
| sub_discipline_display | Earth Sciences |
| sub_discipline_facet | Earth Sciences |
| subject_display | Earth Sciences Earth Sciences Physical Sciences Earth Sciences Earth Sciences Physical Sciences |
| subject_facet | Earth Sciences Earth Sciences Physical Sciences |
| title | Machine learning-driven analysis of Urban Heat Island dynamics in Coimbatore: a two-decade spatio-temporal assessment using XGBoost and Random Forest |
| title_auth | Machine learning-driven analysis of Urban Heat Island dynamics in Coimbatore: a two-decade spatio-temporal assessment using XGBoost and Random Forest |
| title_full | Machine learning-driven analysis of Urban Heat Island dynamics in Coimbatore: a two-decade spatio-temporal assessment using XGBoost and Random Forest |
| title_fullStr | Machine learning-driven analysis of Urban Heat Island dynamics in Coimbatore: a two-decade spatio-temporal assessment using XGBoost and Random Forest |
| title_full_unstemmed | Machine learning-driven analysis of Urban Heat Island dynamics in Coimbatore: a two-decade spatio-temporal assessment using XGBoost and Random Forest |
| title_short | Machine learning-driven analysis of Urban Heat Island dynamics in Coimbatore: a two-decade spatio-temporal assessment using XGBoost and Random Forest |
| title_sort | machine learning-driven analysis of urban heat island dynamics in coimbatore: a two-decade spatio-temporal assessment using xgboost and random forest |
| topic | Earth Sciences Earth Sciences Physical Sciences |
| url | https://link.springer.com/article/10.1007/s12040-026-02771-x |